Shalmali Joshi
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Ethical limitations of algorithmic fairness solutions in health care machine learning
2020 · 245 Zit. · The Lancet Digital Health
What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use
2019 · 239 Zit. · arXiv (Cornell University)
Treating health disparities with artificial intelligence
2020 · 197 Zit. · Nature Medicine
Patient safety and quality improvement: Ethical principles for a regulatory approach to bias in healthcare machine learning
2020 · 100 Zit. · Journal of the American Medical Informatics Association
Making machine learning matter to clinicians: model actionability in medical decision-making
2023 · 47 Zit. · npj Digital Medicine
Towards Robust and Reliable Algorithmic Recourse
2021 · 37 Zit. · arXiv (Cornell University)
What's fair is… fair? Presenting JustEFAB, an ethical framework for operationalizing medical ethics and social justice in the integration of clinical machine learning
2023 · 26 Zit.
What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use.
2019 · 25 Zit. · Machine Learning for Healthcare Conference
A normative framework for artificial intelligence as a sociotechnical system in healthcare
2023 · 19 Zit. · Patterns
CANAIRI: the Collaboration for Translational Artificial Intelligence Trials in healthcare
2025 · 18 Zit. · Nature Medicine
Ethical Machine Learning in Health
2020 · 13 Zit. · arXiv (Cornell University)
When Your Only Tool Is A Hammer
2020 · 12 Zit. · Proceedings of the AAAI/ACM Conference on AI Ethics and Society
What makes a ‘good’ decision with artificial intelligence? A grounded theory study in paediatric care
2025 · 5 Zit. · BMJ evidence-based medicine
Explainable AI for the Operating Theater
2020 · 2 Zit.
Underdiagnosis Bias of Chest Radiograph Diagnostic AI can be Decomposed and Mitigated via Dataset Bias Attributions
2024 · 1 Zit.